{"id":812440,"date":"2026-01-06T14:28:06","date_gmt":"2026-01-06T13:28:06","guid":{"rendered":"https:\/\/www.devoteam.com\/expert-view\/efficient-sustainable-smart-solutions\/"},"modified":"2026-02-05T11:05:40","modified_gmt":"2026-02-05T10:05:40","slug":"efficient-sustainable-smart-solutions","status":"publish","type":"expert-view","link":"https:\/\/devoteam.info\/cz\/expert-view\/efficient-sustainable-smart-solutions\/","title":{"rendered":"Efficient &amp; Sustainable Smart Solutions: Transforming Frugality into Intelligent Solutions"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Frugality applied to the digital sector, particularly in the context of artificial intelligence, marks a profound shift in how we approach technology design. As discussed in <a href=\"https:\/\/devoteam.info\/cz\/expert-view\/frugal-ai-in-a-resource-hungry-era\/\" target=\"_blank\" rel=\"noreferrer noopener\">this article by Tina Issa<\/a>, it&#8217;s no longer just about pursuing raw performance or algorithmic sophistication, but about <strong>making more responsible technological choices<\/strong>, better aligned with current environmental, economic, and social constraints.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">However, frugality cannot remain a theoretical principle or laudable intention. To have a real impact, it must be <strong>operationalised<\/strong> and translated into concrete methods, tools, and practices. This is precisely the ambition of the <strong>E3S research axis \u2013 Efficient &amp; Sustainable Smart Solutions<\/strong>, led by Devoteam Research &amp; Innovation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This axis aims to structure and develop <strong>intelligent solutions<\/strong> capable of helping organisations and individuals make the right digital choices, reconciling <strong>efficiency, value creation, and sustainability<\/strong> throughout the entire lifecycle of systems.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-why-efficient-amp-sustainable-smart-solutions-today\"><strong>Why Efficient &amp; Sustainable Smart Solutions Today?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The digital sector now represents a significant share of global energy consumption and carbon footprint. At the same time, companies face sometimes contradictory demands:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Innovate faster<\/li>\n\n\n\n<li>Exploit ever more data<\/li>\n\n\n\n<li>Integrate AI at scale<\/li>\n\n\n\n<li>While reducing costs and environmental impact<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Faced with this tension, two pitfalls are common:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>The &#8220;all AI&#8221;<\/strong> approach, where artificial intelligence is used even when simpler approaches would suffice<\/li>\n\n\n\n<li><strong>Untooled frugality<\/strong>, reduced to best practice guides that are difficult to apply in daily operations<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The E3S axis starts from a clear observation: to make digital technology truly more sustainable, <strong>we must equip decision-making, support usage practices<\/strong>, and put intelligence in service of digital sobriety, not the other way around.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">E3S is built on two fundamental pillars:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Efficiency<\/strong>, understood as the capacity to maximise created value while minimising effort, cost, and mobilised resources<\/li>\n\n\n\n<li><strong>Sustainability<\/strong>, which integrates environmental, social, and economic dimensions into the design and use of digital solutions<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The strength of the E3S axis lies in <strong>the synergy between these two dimensions<\/strong>, avoiding treating them separately.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-a-global-vision-implemented-through-complementary-projects\"><strong>A Global Vision, Implemented Through Complementary Projects<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">To address these challenges, the E3S axis has been structured around <strong>four research projects<\/strong>, each acting at a different level of environmental and organisational impact leverage in digital technology.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These projects are not independent silos. On the contrary, they form <strong>a coherent ecosystem<\/strong>, covering:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Value creation through data<\/li>\n\n\n\n<li>Education and dissemination of best practices<\/li>\n\n\n\n<li>Concrete software development practices<\/li>\n\n\n\n<li>And technological choices regarding frugal AI<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ai4value-creating-value-efficiently-from-data\"><strong>AI4Value: Creating Value Efficiently from Data<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Many companies today possess large volumes of data, often heterogeneous and underutilised. Yet, rapidly identifying relevant AI use cases that truly create value remains a complex, lengthy, and largely manual exercise.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The AI4Value project tackles this problem by proposing a radically different approach: <strong>starting from the data itself<\/strong>, rather than a predefined use case, to automatically generate AI use case recommendations with high potential.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The objective is to develop an intelligent assistant capable of:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Automatically analysing raw and varied datasets<\/li>\n\n\n\n<li>Extracting actionable insights<\/li>\n\n\n\n<li>And proposing contextualised, relevant, and value-generating AI use cases<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">AI4Value fully aligns with the E3S logic by seeking <strong>to reduce analytical effort waste<\/strong>, improve data team efficiency, and direct AI investments toward truly useful and measurable use cases.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-green4all-democratizing-green-it-and-sustainable-it-best-practices\"><strong>Green4ALL: Democratizing Green IT and Sustainable IT Best Practices<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">While Green IT best practice frameworks exist, their adoption often remains limited. They are perceived as complex, poorly contextualised, and mainly intended for experts.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The Green4ALL project aims to remove this barrier by developing a comprehensive intelligent assistant capable of making Green IT and Sustainable IT best practices:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Accessible to the widest audience<\/li>\n\n\n\n<li>Contextualised according to role, expertise level, and user context<\/li>\n\n\n\n<li>Directly actionable in daily professional activities<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Green4ALL addresses both technical and non-technical profiles. It serves as an <strong>educational and action tool<\/strong>, supporting users in their digital decision-making and practices.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This project plays a key role in the E3S axis: it enables <strong>the widespread dissemination of digital sobriety culture<\/strong>, an essential condition for sustainably transforming practices.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-greensoftware-acting-at-the-heart-of-code-for-more-sober-digital-technology\"><strong>GreenSoftware: Acting at the Heart of Code for More Sober Digital Technology<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Every line of code has an impact. Unnecessary CPU cycles, excessive memory consumption, or redundant processing contribute significantly to a substantial environmental footprint at scale.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The GreenSoftware project directly addresses this technical lever by developing an intelligent assistant capable of:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Analysing existing code<\/li>\n\n\n\n<li>And automatically proposing more sober code alternatives while maintaining functional performance<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The ambition is twofold:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Reduce cognitive effort for developers by integrating sobriety directly into their workflows<\/li>\n\n\n\n<li>Promote the mass adoption of sustainable development best practices, which are often undervalued or difficult to apply manually<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">GreenSoftware embodies the E3S approach at the most operational level: <strong>making sobriety a development reflex<\/strong>, supported by intelligent and measurable tools.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-sustainable-recommending-truly-frugal-ai-solutions\"><strong>SustAInable: Recommending Truly Frugal AI Solutions<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">With the proliferation of AI models and architectures, a major challenge emerges: <strong>How to choose the right solution, at the right time, with the right level of complexity and impact?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The SustAInable project addresses this issue by developing a frugal AI solution recommendation assistant. Its objective is to guide users toward:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI or non-AI building blocks adapted to their real needs<\/li>\n\n\n\n<li>Taking into account technical, economic, and environmental constraints<\/li>\n\n\n\n<li>And adjusting the recommendation level according to user expertise<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">SustAInable follows a logic of <strong>informed decision-making<\/strong>, avoiding systematic recourse to heavy models when simpler, more sober, and equally effective approaches are possible.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This project embodies the E3S philosophy: <strong>utilising AI to support more responsible choices<\/strong>, rather than contributing to uncontrolled technological expansion.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-overall-coherence-in-service-of-responsible-digital-technology\"><strong>Overall Coherence in Service of Responsible Digital Technology<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Taken individually, each of these projects addresses a specific challenge. Together, they form <strong>a complete value chain for responsible digital technology<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI4Value acts on efficiency and value creation through data<\/li>\n\n\n\n<li>Green4ALL disseminates best practices and facilitates their adoption<\/li>\n\n\n\n<li>GreenSoftware transforms development practices<\/li>\n\n\n\n<li>SustAInable guides technological choices toward frugal solutions<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This complementarity is at the heart of the E3S axis. It enables simultaneous action on decisions, practices, and implementations, with a common objective: building high-performing, sustainable, and intelligent digital systems.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-efficient-amp-sustainable-smart-solutions-a-structuring-framework-for-tomorrow-s-digital-technology\"><strong>Efficient &amp; Sustainable Smart Solutions, a Structuring Framework for Tomorrow&#8217;s Digital Technology<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The<strong> Efficient &amp; Sustainable Smart Solutions axis<\/strong> illustrates a strong conviction of Devoteam Research &amp; Innovation: the transition to responsible digital technology will not happen through constraint alone or technology alone, but through <strong>an intelligent combination of both<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">By equipping frugality, supporting practices, and integrating intelligence at the heart of decisions, E3S proposes a pragmatic and actionable path toward more sustainable digital solutions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In upcoming articles, we will revisit each of the axis projects (AI4Value, Green4ALL, GreenSoftware, and SustAInable) in more detail to explore their scientific challenges, technical choices, and impact perspectives.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Because the future of digital landscape is not solely about power, but about <strong>our collective capacity to make the right choices<\/strong>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Frugality applied to the digital sector, particularly in the context of artificial intelligence, marks a profound shift in how we approach technology design. As discussed in this article by Tina Issa, it&#8217;s no longer just about pursuing raw performance or algorithmic sophistication, but about making more responsible technological choices, better aligned with current environmental, economic, [&hellip;]<\/p>\n","protected":false},"featured_media":593826,"template":"","categories":[895,2313],"tags":[],"industry":[],"class_list":["post-812440","expert-view","type-expert-view","status-publish","has-post-thumbnail","hentry","category-ai-cz","category-sustainability-cz"],"acf":[],"cards":"\n\t<div class=\"single-post-card\">\n\n\t\t<figure class=\"wp-block-post-featured-image\"><a href=\"https:\/\/devoteam.info\/cz\/expert-view\/efficient-sustainable-smart-solutions\/\" target=\"_self\" ><img width=\"2560\" height=\"1784\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/09\/sustainable-IT-1.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"Efficient &amp; Sustainable Smart Solutions: Transforming Frugality into Intelligent Solutions\" style=\"aspect-ratio:4\/3;width:100%;object-fit:cover;\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/09\/sustainable-IT-1.jpg 2560w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/09\/sustainable-IT-1-300x209.jpg 300w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/09\/sustainable-IT-1-1024x714.jpg 1024w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/09\/sustainable-IT-1-768x535.jpg 768w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/09\/sustainable-IT-1-1536x1070.jpg 1536w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/09\/sustainable-IT-1-2048x1427.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/a><\/figure>\n\n\t\t\n\t\t<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-43282307 wp-block-group-is-layout-flex\">\n\t<p style=\"font-style:normal;font-weight:700\" class=\"has-link-color wp-elements-1 wp-block-lp-post-type has-text-color has-primary-color has-small-font-size\">Expert View<\/p>\n\n\t\t\n\t\t<h3 style=\"font-style:normal;font-weight:400\" class=\"wp-block-post-title has-base-font-size\"><a href=\"https:\/\/devoteam.info\/cz\/expert-view\/efficient-sustainable-smart-solutions\/\" target=\"_self\" >Efficient &amp; Sustainable Smart Solutions: Transforming Frugality into Intelligent Solutions<\/a><\/h3><\/div>\n\t\t\n\t<\/div>\n\n","yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.4 (Yoast SEO v28.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Efficient &amp; Sustainable Smart Solutions: Transforming Frugality into Intelligent Solutions | Devoteam<\/title>\n<meta name=\"description\" content=\"Efficient &amp; Sustainable Smart Solutions: 4 research projects for responsible digital technology combining efficiency, AI and frugality.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/devoteam.info\/cz\/expert-view\/efficient-sustainable-smart-solutions\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Efficient &amp; Sustainable Smart Solutions: Transforming Frugality into Intelligent Solutions\" \/>\n<meta property=\"og:description\" content=\"Efficient &amp; 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As discussed in this article by Tina Issa, it&#8217;s no longer just about pursuing raw performance or algorithmic sophistication, but about making more responsible technological choices, better aligned with current environmental, economic,&hellip;","_links":{"self":[{"href":"https:\/\/devoteam.info\/cz\/wp-json\/wp\/v2\/expert-view\/812440","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devoteam.info\/cz\/wp-json\/wp\/v2\/expert-view"}],"about":[{"href":"https:\/\/devoteam.info\/cz\/wp-json\/wp\/v2\/types\/expert-view"}],"version-history":[{"count":1,"href":"https:\/\/devoteam.info\/cz\/wp-json\/wp\/v2\/expert-view\/812440\/revisions"}],"predecessor-version":[{"id":833561,"href":"https:\/\/devoteam.info\/cz\/wp-json\/wp\/v2\/expert-view\/812440\/revisions\/833561"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/devoteam.info\/cz\/wp-json\/wp\/v2\/media\/593826"}],"wp:attachment":[{"href":"https:\/\/devoteam.info\/cz\/wp-json\/wp\/v2\/media?parent=812440"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devoteam.info\/cz\/wp-json\/wp\/v2\/categories?post=812440"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devoteam.info\/cz\/wp-json\/wp\/v2\/tags?post=812440"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/devoteam.info\/cz\/wp-json\/wp\/v2\/industry?post=812440"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}